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Psycholinguistic analysis of Chinese language social media can provide insight into the attitudes of Twitter and Sina Weibo users toward local and national government and Western companies. This exploration of Chinese language social media regarding food safety traces a preliminary road map to conduct such analysis, including a methodology for analyzing Chinese language social media and a discussion of the inherent promises and limitations.